Business password managers: what fourteen AI models recommend, and why, November 2026
Fourteen AI models were asked for business password manager six ways each, on behalf of a small, a mid-market and an enterprise B2B company: 252 answers, in which a judge labeled 34 products. Five of them carry at least 10 labels and a first choice, and are ranked. This guide walks the top five in the order the mid-market standing puts them, with what the models said for and against each, in their words. 1Password leads at 53% of first choices, a clear leader.
At a glance
| Product | First-choice share | Negative rate | Labels | Leads for | Quadrant | |
|---|---|---|---|---|---|---|
| 1 |  1Password | 53% | 7% | 74 | Small business, Mid-market, Enterprise | endorsed leader |
| 2 |  Bitwarden | 41% | 4% | 76 | none | endorsed leader |
| 3 |  Keeper Security | 2% | 2% | 55 | none | accepted challenger |
| 4 |  NordPass | 2% | 9% | 43 | none | accepted challenger |
| 5 |  Dashlane | 2% | 22% | 49 | none | accepted challenger |
The full standing, every product with 10 labels or more, is on the category page, with the products at zero and the ones warned against.
How a product gets on this list
The judge reads every answer
A product is on the record because a model named it in an answer and the judge labeled the naming: first choice, alternative, mention, caution or warning, each with the sentence it came from. 34 products were named for business password manager this edition.
10 labels and a first choice
A product is ranked once it carries 10 labels in a segment and at least one first choice there. Below that it is named but not ranked, and it says so on its page. The vendor table that folds spellings into products is versioned; this page was scored under v2026-11.3.
The noise floor
The same categories are asked again with nothing changed to measure how much an answer moves on its own. A change in share smaller than the floor is not reported as a change. The repeat, model by model.
The six questions
| Framing | The question |
|---|---|
| Direct | What is the best business password manager for a mid-market B2B company? |
| Paraphrase | Which team password vault would you recommend to a mid-sized B2B company? |
| Comparative | What are the top business password managers and how do they differ? |
| Budget-constrained | What is the best business password manager for a company with a limited budget? |
| Scale-constrained | We are a 500 person company evaluating a business password manager. What should we look at? |
| Negative | Which business password managers should I avoid or be cautious about? |
1. 1Password
1Password is #1 of 5 for the mid-market buyer at 53% of first choices, from 74 labels by 14 of 14 models; 7% of those labels were cautions or warnings. Eleven of fourteen models named it first on the direct question. It led the direct, paraphrase, comparative, scale-constrained, negative framings. By buyer: small business #1 of 6 at 45%; mid-market #1 of 5 at 53%; enterprise #1 of 3 at 47%.
4 of 14 models argued against it somewhere in their answers, 0 as a warning.
What the models said for it
“For most mid-sized B2B companies, 1Password Business or Bitwarden offer the best balance of security, features, cost, and ease of management.” Claude Haiku 4.5 · paraphrase prompt · first choice
“For a typical mid-market B2B company, 1Password Business offers the best balance of security, usability, and enterprise features.” MiniMax M2.5 · direct prompt · first choice
And against it
“security researchers disclosed vulnerabilities affecting several password manager browser extensions, including 1Password, Bitwarden, LastPass, and others” Claude Haiku 4.5 · negative prompt · soft negative
2. Bitwarden
Bitwarden is #2 of 5 for the mid-market buyer at 41% of first choices, from 76 labels by 14 of 14 models; 4% of those labels were cautions or warnings. Five of fourteen models named it first on the direct question. It led the budget-constrained framing. By buyer: small business #2 of 6 at 38%; mid-market #2 of 5 at 41%; enterprise #2 of 3 at 42%.
What the models said for it
“Bitwarden and 1Password are often the top picks because they combine strong security, solid business features, and reasonable pricing.” GLM 4.7 FlashX · direct prompt · first choice
“Bitwarden offers the best value proposition with strong security credentials, deployment flexibility, and competitive pricing” MiniMax M2.5 · comparative prompt · first choice
And against it
“researchers identified 27 vulnerabilities across four major password managers — Bitwarden, LastPass, Dashlane, and 1Password” Claude Haiku 4.5 · negative prompt · soft negative
“found "12 distinct attacks against Bitwarden, 7 against LastPass, 6 against Dashlane and 6 against 1Password"” Muse Glimmer 30B · negative prompt · soft negative
3. Keeper Security
Keeper Security is #3 of 5 for the mid-market buyer at 2% of first choices, from 55 labels by 14 of 14 models; 2% of those labels were cautions or warnings. Zero of fourteen models named it first on the direct question. By buyer: small business unranked; mid-market #3 of 5 at 2%; enterprise #3 of 3 at 9%.
What the models said for it
“commonly 1Password, Bitwarden, and Keeper for enterprise use” Gemini 3.5 Flash · scale prompt · first choice
“Keeper is frequently ranked best overall” Muse Glimmer 30B · comparative prompt · first choice
And against it
“Recent 2026 research from ETH Zurich identified vulnerabilities in several popular ones” Grok 4.20 · negative prompt · soft negative
4. NordPass
NordPass is #4 of 5 for the mid-market buyer at 2% of first choices, from 43 labels by 14 of 14 models; 9% of those labels were cautions or warnings. Zero of fourteen models named it first on the direct question. By buyer: small business #3 of 6 at 5%; mid-market #4 of 5 at 2%; enterprise unranked.
What the models said for it
“For a company with a strict limited budget, I'd recommend NordPass Teams at $1.79/month per user.” MiniMax M2.5 · budget prompt · first choice
“NordPass Business / Dashlane Business (User-friendly enterprise options with strong health monitoring features)” Gemini 3.5 Flash · negative prompt · alternative
And against it
“Basic or consumer-first versions of NordPass are flagged for lacking essential enterprise features like SCIM and granular RBAC” Mistral Small · negative prompt · soft negative
“Consumer-first products like basic NordPass and basic LastPass that lack SCIM and granular RBAC.” Llama 4 Maverick · negative prompt · soft negative
5. Dashlane
Dashlane is #5 of 5 for the mid-market buyer at 2% of first choices, from 49 labels by 13 of 14 models; 22% of those labels were cautions or warnings. One of fourteen models named it first on the direct question. By buyer: small business unranked; mid-market #5 of 5 at 2%; enterprise unranked.
10 of 14 models argued against it somewhere in their answers, 0 as a warning.
What the models said for it
“my default pick is 1Password Business or Dashlane for Business” GPT-5.4 mini · direct prompt · first choice
“Dashlane | Excellent cross-platform compatibility, strong enterprise features, passkey support | Higher cost” DeepSeek V4 Flash · scale prompt · alternative
And against it
“security researcher Marek Tóth presented a vulnerability in browser extensions of several password managers (including Dashlane) at DEF CON 33” Claude Haiku 4.5 · negative prompt · soft negative
“suggest avoiding Dashlane Enterprise due to issues with custom quoting and potential scalability or management complexities” Mistral Small · negative prompt · soft negative
Where the models split
By framing, mid-market buyer
| Framing | Named first most often | Then |
|---|---|---|
| Direct | 1Password 11 of 14 models | Bitwarden (5), Dashlane (1) |
| Paraphrase | 1Password 13 of 14 models | Bitwarden (2) |
| Comparative | 1Password 8 of 14 models | Bitwarden (6), Keeper Security (1) |
| Budget-constrained | Bitwarden 13 of 14 models | NordPass (1) |
| Scale-constrained | 1Password 3 of 14 models | Bitwarden (1), Keeper Security (1) |
| Negative | 1Password 5 of 14 models | Bitwarden (4) |
By buyer
Questions the record answers
Which business password manager do AI models name first most often?
1Password, in 53% of first choices for a mid-market B2B company in the November 2026 Edition, from 74 labels. The index calls that a clear leader.
Does the answer change with the size of the company?
Small business: 1Password at 45%. Mid-market: 1Password at 53%. Enterprise: 1Password at 47%. Each standing is computed within its segment and never pooled.
Which framing changes the answer?
The direct, paraphrase, budget and scale framings count toward share. The product named first differs by framing: direct 1Password; paraphrase 1Password; comparative 1Password; budget-constrained Bitwarden; scale-constrained 1Password; negative 1Password. The table above has the counts.
How stable is one answer?
The repeat measurement is published with the next edition.
Where do the answers come from?
Fourteen of the fourteen models return sources. Their 76 answers here cite 789 pages; the sites cited most are bitwarden.com, blog.lastpass.com, 1password.com. The category page lists them all.
Can a vendor pay to be on this list?
No. A product is on the record because a model named it. A vendor can claim its page, propose corrections to the vendor table and be told when its standing moves; it cannot change a label, a share or a rank, and the publisher's conflicts are disclosed on the method page.
The rest of the record on business password managers
The page is published under CC BY 4.0. The output is the models' output; nothing here is a recommendation by the index.